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Annotix: An Open-Source Desktop Platform for Machine Learning Dataset Annotation

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 20 Apr 2026Publisher:Zenodo
Authors: Baier Quezada, Nicolás; López, Fernanda; Uribe, Vanessa;
Code repository: https://github.com/Debaq/Annotix

doi: 10.5281/zenodo.19668529 , 10.5281/zenodo.19828098 , 10.5281/zenodo.19829524 , 10.5281/zenodo.19765478 , 10.5281/zenodo.19771136 , 10.5281/zenodo.19767705 , 10.5281/zenodo.19771992 , 10.5281/zenodo.20043629 , 10.5281/zenodo.19798696 , 10.5281/zenodo.19652328 , 10.5281/zenodo.19830344 , 10.5281/zenodo.19825192

Annotix: An Open-Source Desktop Platform for Machine Learning Dataset Annotation

Abstract

Annotix is an open-source cross-platform desktop application for ML dataset annotation, training and collaboration. It supports images, video, time series and tabular data, with built-in YOLO training, SAM-assisted annotation, 11 export formats and 8 import formats, and interfaces in 10 languages.

Related Organizations
Keywords

machine learning, SAM, Rust, React, dataset annotation, YOLO, time series, Tauri, computer vision, video annotation

  • BIP!
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average